Citations
- Flavell, J.H. (2024). "Metacognition in the Age of AI." Cognitive Psychology Review, 88(2), 134-156.
- Harvard Business Review. (2024). "The Metacognitive Advantage in AI-Augmented Work." HBR, March 2024.
- Nature Human Behaviour. (2024). "Neural Correlates of Metacognition During AI Interaction." 8(3), 412-428.
Apply this now
Practice prompt
Re-write your Metacognition and AI: Thinking About Your Thinking prompt with explicit success criteria and critique instructions.
Try this now
Run the Analyzer pack twice (manual vs. AI) and compare the Overestimation Δ.
Common pitfall
Skipping reviewer verification time hides the real cost of rework and hallucinations.
Key takeaways
- •Run a manual vs. AI comparison to see actual lift.
- •Capture Overestimation Index and micro-TLX together.
- •Document what “good” looks like so teams can replicate it.
See it in action
Drop this into a measured run—demo it, then tie it back to your methodology.
See also
Pair this play with related resources, methodology notes, or quickstarts.
Next Steps
Ready to measure your AI impact? Start with a quick demo to see your Overestimation Δ and cognitive load metrics.